Maximizing ROI with MGP
2026-03-04 05:01:03

Incudata Launches Marketing Golden Path Analysis to Maximize ROI Through Customer Experience Visualization

Incudata's Revolutionary Marketing Golden Path Analysis



In a groundbreaking move, Incudata Co., Ltd. has commenced the offering of its innovative service called the Marketing Golden Path (MGP) Analysis. This unique analysis combines traditional customer journeys built on assumptions with actual data, visualizing and verifying the shortest route to achieve business results (KGI).

The Need for MGP Analysis


The emergence of MGP Analysis is rooted in a common challenge faced in marketing environments: the ineffectiveness of conventional customer journey maps (CJM). Often, these maps remain theoretical, relying heavily on the experiences or ideal scenarios imagined by team members. This has led to persistent issues including:

  • - Insufficient Validation: Marketers often rely merely on the ideal customer profiles they've created, without empirical data for validation.
  • - Lack of Clarity on Effectiveness: It's challenging to quantify how each marketing initiative contributes to final outcomes like sales.
  • - Indecision in Investment: Without concrete data, marketers struggle to move away from instinctive designs of marketing scenarios and budget allocations.

Recognizing these pitfalls, Incudata aims to help transform these ineffective CJMs into successful frameworks driven by data through the MGP Analysis.

What is MGP Analysis?


The Marketing Golden Path Analysis utilizes statistical methods, including Structural Equation Modeling (SEM), to merge qualitative journey insights with tangible action data. This process enables the identification of the most effective route to maximize profitability.

Key Benefits of MGP Analysis


1. Quantifying the Golden Route: It effectively identifies the shortest, most productive path customers take to achieve their goals using statistical models.
2. Visibility of Campaign Effectiveness: The analysis quantifies how each touchpoint impacts sales and conversions, offering clearer insights.
3. Objective Investment Decisions: With evidence-based outcomes, marketers can make informed decisions on budget allocation and strategy prioritization.

A Comprehensive Approach


The MGP analysis process is structured into three main steps:
1. CJM Development: This involves visualizing experiences using persona selection and stage design.
2. MGP Analysis Execution: Integrating available data and quantifying contribution through statistical models.
3. Strategy Implementation: Applying insights drawn from analysis to refine marketing automation scenarios and budget distribution.

Optimizing Marketing Automation and Investment


For businesses already employing marketing automation (MA), incorporating the MGP Analysis allows for integrating the optimized paths into existing scenarios. This not only escalates the precision of customer nurturing processes but also provides stakeholders with a clear picture of which initiatives contribute to revenue, enhancing trust in investment decisions.

Distinction from Traditional Attribution Models


While traditional attribution analysis evaluates the contribution of individual touchpoints, MGP Analysis constructs a comprehensive model of the entire customer journey. This considers the interdependencies among multiple initiatives, providing a more holistic view of efficacy.

Ideal Candidates for MGP Analysis


MGP Analysis is particularly suitable for enterprises that have implemented MA or Customer Data Platforms (CDP) and have accumulated data but are struggling with overall optimization or clarifying prioritization of marketing efforts.

Service Cost and Inquiry


Incudata offers tailored packages based on the client's data preparation status and the scale of the analysis required. Interested parties can find more detailed information on services and pricing through their official contact form.

  • - Cost: Available upon estimate, as it depends on the company's data readiness and analysis scope.
  • - Contact: Inquiry Form

Future Outlook


Incudata aims to transform marketing from a cost-center to a strategic investment through this service. Moving forward, the company plans to enhance predictive accuracy using AI and expand simulation capabilities, fostering an organizational culture that transcends departmental barriers in pursuit of results through a common language of data.

Company Background


Incudata Co., Ltd. is a joint venture formed by SoftBank Corp. and Hakuhodo Inc. Under its mission to


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